Information Extraction

Health Sentinel: An AI Pipeline For Real-time Disease Outbreak Detection ACL 2025 Improving Online Job Advertisement Analysis via Compositional Entity Extraction EMNLP 2025 Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025 Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning EMNLP 2025 LIP-NER: Literal Patterns Benefit LLM-Based NER ACL 2025 Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking EMNLP 2025 MPL: Multiple Programming Languages with Large Language Models for Information Extraction ACL 2025 Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification EMNLP 2025 PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SemEval 2025 Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction EMNLP 2025 REVISE: A Framework for Revising OCRed text in Practical Information Systems with Data Contamination Strategy ACL 2025 SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025 SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025 SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding ACL 2025 Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection AAAI 2025 The UNLP 2025 Shared Task on Detecting Social Media Manipulation ACL 2025 Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025 Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025 Translation and Fusion Improves Cross-lingual Information Extraction ACL 2025 Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025 TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025 ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024 AliGATr: Graph-based layout generation for form understanding EMNLP 2024 AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024 An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024